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LLM Observability Orchestration Agent Langchain MCP Server

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answering

LLM Observability Orchestration Agent Langchain is answering right now. Last checked 7 min ago. It exposes 2 tools.

LLM Observability & Orchestration Agent (Langchain)

Uptime history 53 days of history · worst day 99%
53 days agonow
100.0%
Uptime 24h
91 of 91 checks
2
Tools
read from the server
220 ms
Response time
average over 24h
open, no key
Access
streamable-http

LLM Observability Orchestration Agent Langchain missed one check this week

Everything else answered, so this is steady rather than shaky. We check every 15 minutes, which is how a one-off gets told apart from the start of a pattern, and how you hear about the next one within the hour instead of from your users.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 7 min ago.

run in your terminal
claude mcp add llm-observability-orchestration-agent-langchain --transport http https://langchain-langchain-core-langsmit-d042fc.getvda.ai/mcp
Settings → Connectors → Add custom connector, then paste this address
https://langchain-langchain-core-langsmit-d042fc.getvda.ai/mcp
~/.codex/config.toml
[mcp_servers.llm-observability-orchestration-agent-langchain]
url = "https://langchain-langchain-core-langsmit-d042fc.getvda.ai/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "llm-observability-orchestration-agent-langchain": {
      "url": "https://langchain-langchain-core-langsmit-d042fc.getvda.ai/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "llm-observability-orchestration-agent-langchain": {
      "type": "http",
      "url": "https://langchain-langchain-core-langsmit-d042fc.getvda.ai/mcp"
    }
  }
}

Available tools 2

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

invoke
invoke
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
selftest
selftest
FREE, no payment required. Runs this agent's real capability on a fixed canned input and returns the genuine result, an honest assertion grade, and the full trust manifest (signed Agent Card, JWKS, governance/licence chain, safety posture) with a proof link for every claim. Intended for registries, graders and auditors: this is behavioural evidence, not a self-description.

Endpoints

URLTransportStateLatencyChecked
https://langchain-langchain-core-langsmit-d042fc.getvda.ai/mcp streamable-http answering 198 ms 7 min ago

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LLM Observability Orchestration Agent Langchain — questions

Answers built from our own checks of this server.

What can LLM Observability Orchestration Agent Langchain do?
It exposes 2 tools, read directly from the server on our last check. Among them: invoke, selftest. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is LLM Observability Orchestration Agent Langchain working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 220 ms. The bar chart above shows every period we have measured.
How do I connect LLM Observability Orchestration Agent Langchain?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does LLM Observability Orchestration Agent Langchain need an API key?
No. LLM Observability Orchestration Agent Langchain completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 2 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is LLM Observability Orchestration Agent Langchain?
It answers our handshake in 220 ms on average, which is faster than 74% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.